文章目录
Kafka内部提供了许多管理脚本,这些脚本都放在$KAFKA_HOME/bin
目录下,而这些类的实现都是放在源码的kafka/core/src/main/scala/kafka/tools/
路径下。
Consumer Offset Checker
Consumer Offset Checker主要是运行kafka.tools.ConsumerOffsetChecker
类,对应的脚本是kafka-consumer-offset-checker.sh,会显示出Consumer的Group、Topic、分区ID、分区对应已经消费的Offset、logSize大小,Lag以及Owner等信息。
如果运行kafka-consumer-offset-checker.sh
脚本的时候什么信息都不输入,那么会显示以下信息:
[iteblog@www.iteblog.com /]$ bin/kafka-consumer-offset-checker.sh Check the offset of your consumers. Option Description ------ ----------- --broker-info Print broker info --group Consumer group. --help Print this message. --retry.backoff.ms <Integer> Retry back-off to use for failed offset queries. (default: 3000) --socket.timeout.ms <Integer> Socket timeout to use when querying for offsets. (default: 6000) --topic Comma-separated list of consumer topics (all topics if absent). --zookeeper ZooKeeper connect string. (default: localhost:2181)
我们根据提示,输入的命令如下:
[iteblog@www.iteblog.com /]$ bin/kafka-consumer-offset-checker.sh --zookeeper www.iteblog.com:2181 --topic test --group spark --broker-info Group Topic Pid Offset logSize Lag Owner spark test 0 34666914 34674392 7478 none spark test 1 34670481 34678029 7548 none spark test 2 34670547 34678002 7455 none spark test 3 34664512 34671961 7449 none spark test 4 34680143 34687562 7419 none spark test 5 34672309 34679823 7514 none spark test 6 34674660 34682220 7560 none BROKER INFO 2 -> www.iteblog.com:9092 5 -> www.iteblog.com:9093 4 -> www.iteblog.com:9094 7 -> www.iteblog.com:9095 1 -> www.iteblog.com:9096 3 -> www.iteblog.com:9097 6 -> www.iteblog.com:9098
Dump Log Segment
有时候我们需要验证日志索引是否正确,或者仅仅想从log文件中直接打印消息,我们可以使用kafka.tools.DumpLogSegments
类来实现,先来看看它需要的参数:
[iteblog@www.iteblog.com /]$ bin/kafka-run-class.sh kafka.tools.DumpLogSegments Parse a log file and dump its contents to the console, useful for debugging a seemingly corrupt log segment. Option Description ------ ----------- --deep-iteration if set, uses deep instead of shallow iteration --files <file1, file2, ...> REQUIRED: The comma separated list of data and index log files to be dumped --key-decoder-class if set, used to deserialize the keys. This class should implement kafka. serializer.Decoder trait. Custom jar should be available in kafka/libs directory. (default: kafka. serializer.StringDecoder) --max-message-size <Integer: size> Size of largest message. (default: 5242880) --print-data-log if set, printing the messages content when dumping data logs --value-decoder-class if set, used to deserialize the messages. This class should implement kafka.serializer.Decoder trait. Custom jar should be available in kafka/libs directory. (default: kafka.serializer. StringDecoder) --verify-index-only if set, just verify the index log without printing its content
很明显,我们在使用kafka.tools.DumpLogSegments
的时候必须输入--files,这个参数指的就是Kafka中Topic分区所在的绝对路径。分区所在的目录由config/server.properties
文件中log.dirs
参数决定。比如我们想看/home/q/kafka/kafka_2.10-0.8.2.1/data/test-4/00000000000034245135.log日志文件的相关情况可以 使用下面的命令:
[iteblog@www.iteblog.com /]$ bin/kafka-run-class.sh kafka.tools.DumpLogSegments --files /iteblog/data/test-4/00000000000034245135.log Dumping /home/q/kafka/kafka_2.10-0.8.2.1/data/test-4/00000000000034245135.log Starting offset: 34245135 offset: 34245135 position: 0 isvalid: true payloadsize: 4213 magic: 0 compresscodec: NoCompressionCodec crc: 865449274 keysize: 4213 offset: 34245136 position: 8452 isvalid: true payloadsize: 4657 magic: 0 compresscodec: NoCompressionCodec crc: 4123037760 keysize: 4657 offset: 34245137 position: 17792 isvalid: true payloadsize: 3921 magic: 0 compresscodec: NoCompressionCodec crc: 541297511 keysize: 3921 offset: 34245138 position: 25660 isvalid: true payloadsize: 2290 magic: 0 compresscodec: NoCompressionCodec crc: 1346104996 keysize: 2290 offset: 34245139 position: 30266 isvalid: true payloadsize: 2284 magic: 0 compresscodec: NoCompressionCodec crc: 1930558677 keysize: 2284 offset: 34245140 position: 34860 isvalid: true payloadsize: 268 magic: 0 compresscodec: NoCompressionCodec crc: 57847488 keysize: 268 offset: 34245141 position: 35422 isvalid: true payloadsize: 263 magic: 0 compresscodec: NoCompressionCodec crc: 2964399224 keysize: 263 offset: 34245142 position: 35974 isvalid: true payloadsize: 1875 magic: 0 compresscodec: NoCompressionCodec crc: 647039113 keysize: 1875 offset: 34245143 position: 39750 isvalid: true payloadsize: 648 magic: 0 compresscodec: NoCompressionCodec crc: 865445580 keysize: 648 offset: 34245144 position: 41072 isvalid: true payloadsize: 556 magic: 0 compresscodec: NoCompressionCodec crc: 1174686061 keysize: 556 offset: 34245145 position: 42210 isvalid: true payloadsize: 4211 magic: 0 compresscodec: NoCompressionCodec crc: 3691302513 keysize: 4211 offset: 34245146 position: 50658 isvalid: true payloadsize: 2299 magic: 0 compresscodec: NoCompressionCodec crc: 2367114411 keysize: 2299 offset: 34245147 position: 55282 isvalid: true payloadsize: 642 magic: 0 compresscodec: NoCompressionCodec crc: 4122061921 keysize: 642 offset: 34245148 position: 56592 isvalid: true payloadsize: 4211 magic: 0 compresscodec: NoCompressionCodec crc: 3257991653 keysize: 4211 offset: 34245149 position: 65040 isvalid: true payloadsize: 2278 magic: 0 compresscodec: NoCompressionCodec crc: 2103489307 keysize: 2278 offset: 34245150 position: 69622 isvalid: true payloadsize: 269 magic: 0 compresscodec: NoCompressionCodec crc: 792857391 keysize: 269 offset: 34245151 position: 70186 isvalid: true payloadsize: 640 magic: 0 compresscodec: NoCompressionCodec crc: 791599616 keysize: 640
可以看出,这个命令将Kafka中Message中Header的相关信息和偏移量都显示出来了,但是没有看到日志的内容,我们可以通过--print-data-log来设置。如果需要查看多个日志文件,可以以逗号分割。
导出Zookeeper中Group相关的偏移量
有时候我们需要导出某个Consumer group各个分区的偏移量,我们可以通过使用Kafka的kafka.tools.ExportZkOffsets
类来满足。来看看这个类需要的参数:
[iteblog@www.iteblog.com /]$ bin/kafka-run-class.sh kafka.tools.ExportZkOffsets Export consumer offsets to an output file. Option Description ------ ----------- --group Consumer group. --help Print this message. --output-file Output file --zkconnect ZooKeeper connect string. (default: localhost:2181)
我们需要输入Consumer group,Zookeeper的地址以及保存文件路径:
[iteblog@www.iteblog.com /]$ bin/kafka-run-class.sh kafka.tools.ExportZkOffsets --group spark --zkconnect www.iteblog.com:2181 --output-file ~/offset [iteblog@www.iteblog.com /]$ vim ~/offset /consumers/spark/offsets/test/3:34846274 /consumers/spark/offsets/test/2:34852378 /consumers/spark/offsets/test/1:34852360 /consumers/spark/offsets/test/0:34848170 /consumers/spark/offsets/test/6:34857010 /consumers/spark/offsets/test/5:34854268 /consumers/spark/offsets/test/4:34861572
注意,--output-file
参数必须在指定,否则会出错。
通过JMX获取metrics信息
我们可以通过kafka.tools.JmxTool
类打印出Kafka相关的metrics信息。
[iteblog@www.iteblog.com /]$ bin/kafka-run-class.sh kafka.tools.JmxTool Dump JMX values to standard output. Option Description ------ ----------- --attributes <name> The whitelist of attributes to query. This is a comma-separated list. If no attributes are specified all objects will be queried. --date-format <format> The date format to use for formatting the time field. See java.text. SimpleDateFormat for options. --help Print usage information. --jmx-url <service-url> The url to connect to to poll JMX data. See Oracle javadoc for JMXServiceURL for details. (default: service:jmx:rmi:///jndi/rmi://: 9999/jmxrmi) --object-name <name> A JMX object name to use as a query. This can contain wild cards, and this option can be given multiple times to specify more than one query. If no objects are specified all objects will be queried. --reporting-interval <Integer: ms> Interval in MS with which to poll jmx stats. (default: 2000)
可以这么使用
[iteblog@www.iteblog.com /]$ bin/kafka-run-class.sh kafka.tools.JmxTool --jmx-url service:jmx:rmi:///jndi/rmi://www.iteblog.com:1099/jmxrmi
运行上面命令前提是在启动kafka集群的时候指定export JMX_PORT=
,这样才会开启JMX。然后就可以通过上面命令打印出Kafka所有的metrics信息。
Kafka数据迁移工具
这个工具主要有两个:kafka.tools.KafkaMigrationTool
和kafka.tools.MirrorMaker
。第一个主要是用于将Kafka 0.7上面的数据迁移到Kafka 0.8(https://cwiki.apache.org/confluence/display/KAFKA/Migrating+from+0.7+to+0.8);而后者可以同步两个Kafka集群的数据(https://cwiki.apache.org/confluence/pages/viewpage.action?pageId=27846330)。都是从原端消费Messages,然后发布到目标端。
[iteblog@www.iteblog.com /]$ bin/kafka-run-class.sh kafka.tools.KafkaMigrationTool --kafka.07.jar kafka-0.7.19.jar --zkclient.01.jar zkclient-0.2.0.jar --num.producers 16 --consumer.config=sourceCluster2Consumer.config --producer.config=targetClusterProducer.config --whitelist=.* [iteblog@www.iteblog.com /]$ bin/kafka-run-class.sh kafka.tools.MirrorMaker --consumer.config sourceCluster1Consumer.config --consumer.config sourceCluster2Consumer.config --num.streams 2 --producer.config targetClusterProducer.config --whitelist=".*"
日志重放工具
这个工具主要作用是从一个Kafka集群里面读取指定Topic的消息,并将这些消息发送到其他集群的指定topic中:
[iteblog@www.iteblog.com /]$ bin/kafka-replay-log-producer.sh Missing required argument "[broker-list]" Option Description ------ ----------- --broker-list <hostname:port> REQUIRED: the broker list must be specified. --inputtopic <input-topic> REQUIRED: The topic to consume from. --messages <Integer: count> The number of messages to send. (default: -1) --outputtopic <output-topic> REQUIRED: The topic to produce to --property <producer properties> A mechanism to pass properties in the form key=value to the producer. This allows the user to override producer properties that are not exposed by the existing command line arguments --reporting-interval <Integer: size> Interval at which to print progress info. (default: 5000) --sync If set message send requests to the brokers are synchronously, one at a time as they arrive. --threads <Integer: threads> Number of sending threads. (default: 1) --zookeeper <zookeeper url> REQUIRED: The connection string for the zookeeper connection in the form host:port. Multiple URLS can be given to allow fail-over. (default: 127.0.0.1:2181)
Simple Consume脚本
kafka-simple-consumer-shell.sh
工具主要是使用Simple Consumer API从指定Topic的分区读取数据并打印在终端:
bin/kafka-simple-consumer-shell.sh --broker-list www.iteblog.com:9092 --topic test --partition 0
更新Zookeeper中的偏移量
kafka.tools.UpdateOffsetsInZK
工具可以更新Zookeeper中指定Topic所有分区的偏移量,可以指定成 earliest或者latest:
[iteblog@www.iteblog.com /]$ bin/kafka-run-class.sh kafka.tools.UpdateOffsetsInZK USAGE: kafka.tools.UpdateOffsetsInZK$ [earliest | latest] consumer.properties topic
需要指定是更新成earliest或者latest,consumer.properties文件的路径以及topic的名称
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本文链接: 【Kafka管理工具介绍】(https://www.iteblog.com/archives/1605.html)